{"id":"W3033826559","doi":"10.1007/s00586-020-06481-w","title":"Diagnostic tests in the clinical diagnosis of lumbar spinal stenosis: Consensus and Results of an International Delphi Study","year":2020,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Medicine; Lumbar spinal stenosis; Test (biology); Physical examination; Delphi method; Physical therapy; Spinal stenosis; Diagnostic test; Neurological examination; Lumbar; Radiology; Surgery; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853463,0.0001291659,0.0004018132,0.000111598,0.00002915734,0.00001883614,0.000301232,0.00003077815,0.00004300951],"category_scores_gemma":[0.006735472,0.00008554822,0.0001148174,0.0001650696,0.000163746,0.00007734799,0.0001110429,0.0004936191,0.000008675266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009541556,"about_ca_system_score_gemma":0.00004730789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569323,"about_ca_topic_score_gemma":0.00001380925,"domain_scores_codex":[0.9971554,0.0008157163,0.001348331,0.0002321043,0.0003053888,0.0001430578],"domain_scores_gemma":[0.998939,0.00005135101,0.000449436,0.0002075885,0.0001847817,0.0001677839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004112585,0.003075544,0.9605994,0.00004812568,0.0001860551,0.004946428,0.003101513,0.000009417453,0.001368389,0.00002837712,0.004206745,0.02201881],"study_design_scores_gemma":[0.006084953,0.01506848,0.9753788,0.0002648624,0.0001287018,0.0006348661,0.002013227,0.00008362351,0.00005181389,0.000005906462,0.0002105772,0.00007414598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922159,0.0002851291,0.00001310548,0.005567356,0.0001750024,0.0002807991,0.00001618532,0.000007978743,0.001438509],"genre_scores_gemma":[0.9969615,0.0004235148,0.0006710538,0.001337509,0.0005724404,0.000002999812,0.000005164127,0.00001696173,0.000008811736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194466,"threshold_uncertainty_score":0.8063475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087950853414341,"score_gpt":0.3959887966264518,"score_spread":0.2871937112850176,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}